jacobsapps

import os
import json
import numpy as np
import coremltools as ct
from transformers import CLIPTokenizer

# 1. Load labels
with open("stats.txt", "r") as f:
    categories = [line.strip() for line in f if line.strip()]

jacobsapps

import os
import json
import numpy as np
import coremltools as ct
from transformers import CLIPTokenizer

# 1. Load labels
with open("stats.txt", "r") as f:
    categories = [line.strip() for line in f if line.strip()]

jacobsapps

# Encode text and extract embeddings
for text in categories:
    try:
        # Tokenize text using CLIP tokenizer
        encoded = tokenizer(
            text,
            return_tensors="np",
            padding="max_length",
            truncation=True,
            max_length=77

jacobsapps

import os
import json
import numpy as np
import coremltools as ct
from transformers import CLIPTokenizer

# 1. Load labels
with open("stats.txt", "r") as f:
    categories = [line.strip() for line in f if line.strip()]

jacobsapps

private var baseImage: some View {
    // ... 
    .if(showEffects && card.stats.rarity == .common) { $0.noStickerEffect() }
    .if(showEffects && (card.stats.rarity == .rare || card.stats.rarity == .ultraRare)) { $0.circularFoilEffect() }
    .if(showEffects && card.stats.rarity == .secretRare) { $0.metallicEffect() }

private var cutoutLayer: some View {
    if showEffects {
        // ...
        .if((card.stats.rarity == .common || card.stats.rarity == .rare)) { $0.noStickerEffect() }

jacobsapps

private func checkRarity(from imageEmbedding: [Float]) -> Rarity {
    guard let first = imageEmbedding.first else {
        return .common
    }

    let decimalString = String(format: "%.12f", first)
    if let lastDigitChar = decimalString.last,
       let digit = Int(String(lastDigitChar)) {
            switch digit {
            case 9:

jacobsapps

enum Rarity: String, Codable {
    case common
    case rare
    case ultraRare
    case secretRare
}

jacobsapps

@Namespace private var namespace

// on the parent view 
var body: some View {
    NavigationStack {
        ScrollView {
            LazyVGrid(columns: Array(repeating: GridItem(.flexible()), count: 3), spacing: 12) {
                ForEach(viewModel.cards) { card in
                    NavigationLink(value: card) {
                        collectionCard(card: card)

jacobsapps

CardView(card: card, size: .small, showEffects: false)
    .conditionalEffect(
        .repeat(.wiggle(rate: .phaseLength(0.45)), 
                every: .seconds(2)), 
                condition: isWobbling)
    .transition(.movingParts.poof)

jacobsapps

struct CardGridView: View {
    @Query(sort: \CardEntity.createdAt) private var cardEntities: [CardEntity]
    
    var body: some View {
        NavigationStack {
            ScrollView {
                LazyVGrid(columns: Array(repeating: GridItem(.flexible()), count: 3), spacing: 12) {
                    ForEach(cardEntities.compactMap { $0.toCard() }) { card in
                        CardView(card: card, size: .small, showEffects: false)
                            .onTapGesture {